15th Workshop on Natural Language Processing for Computer Assisted Language Learning

Gothenburg, Sweden
November 19–20, 2026

1 volumes · 25 papers (0% with DOI) · 62 unique authors (100% verified with ORCID)

Volumes

Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning NLP4CALL 26 papers

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bib (full) Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning

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How Much of Native Language Identification Is Corpus Artifact? A Cross-Corpus Audit of SVMs and LLMs on TOEFL11 and ICLEv3
Shima Rahimi

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Lexical Profiling for Dutch: From Resource to Real-Life Implementation
Jasper Degraeuwe | Natalie Finlayson

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Making Feedback Visible: Character-Level Error Localization in Handwritten CALL Input
Said Yasin | Torsten Zesch

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Towards Semi-Automatic Benchmarking of Large Language Models for Self-Regulated Language Learning
Émile Alexandre | Yannick Parmentier | Guillaume Nassau

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Adversarial Disentanglement of Speaker Identity and L2 Phonological Errors via Raw-Waveform Architectures
Amirhossein Ghanipour Amirhandeh

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Investigating the role of revisions for learner level predictions
Ahood Al Sawar | Léo Nebel | Nicolas Ballier

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Universal, but Grounded? Anchoring Cross-Lingual CEFR Assessment in the Framework’s Own Descriptors
David Alfter

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Assessing the Reliability of Automatic Speech-Processing Methods for L2 Speech: Evidence from an Automatic Pipeline, Posteriorgrams, and Whisper Probability Scores
Mehak Sohail | Nicolas Ballier

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Multilingual language learning with Grammatical Framework
Adrian De Lon | Inari Listenmaa

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Using LLMs for feature extraction: the case of language functions with deixis
Thomas Gaillat | Xiaobin Chen | Nelly Sagirov

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Exploring the syntactic parsing of learner texts in Modern Greek: Variety trumps size, genre trumps grammaticality
Christina Klironomou | Arianna Masciolini | Aleksandrs Berdicevskis

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Predicting Personalized Vocabulary Learning Burden from Intralexical and Interlexical Factors
Mykhailo Diachenko | John P. McCrae

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Etymology Can Inform Lexical Complexity Prediction
Noah-Manuel Michael | Anna Hülsing | Andrea Horbach

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Data Augmentation for L2 English Speaking Assessment using TTS
Stefano Bannò | Penny Karanasou | Mengjie Qian | Kate M. Knill | Mark J. F. Gales

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Automatic Analysis of Noun Phrase Complexity in Learner spoken Productions
Saint Joannes Monengue Essengo | Bi Yoman Ghislain Aymard Toa | Thomas Gaillat | Christine Evain | Fabienne Moreau

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A corpus of written Swedish texts and keystroke data from deaf and hard-of-hearing children and adolescents
Moa Gärdenfors | Robert Östling | Lisa Rudebeck | Mats Wirén

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CineLexi: A corpus-based bilingual resource of evaluative vocabulary in film reviews (German–Russian)
Mariia Kopylova

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Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL
Matteo Lanza

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Behind the Smokescreen: Uncovering Cross-LLM Bias and Reasoning Contradictions of LLM-as-a-judge for Generated Feedback
Céline Leuzinger

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Reading Ahead: Pace-Based Prediction for Real-Time Tracking of Children’s Oral Reading in the Browser
Bohdan Podziubanchuk | Einar Meister | Tanel Alumäe

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ABC Diagnostics: A Web-Based Tool for Explainable CEFR Classification
Ricardo Muñoz Sánchez | Kostiantyn Kucher | Filip Kayar | Elena Volodina

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Acoustic and Lexical Signals for Native Language Identification of Language Learners
Ahmet Yavuz Uluslu | Mengjie Qian | Kate Knill | Mark Gales

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Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks
Emre Güçer | Soroosh Akef | Detmar Meurers

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Automated L2 Speech Assessment with Audio-Based Self-Supervised Neural Networks
Eli Stafford | Sylvain Coulange